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A t-Norm Fuzzy Logic for Approximate Reasoning

机译:近似推理的t范数模糊逻辑

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A t-norm fuzzy logic is presented, in which a triangular norm (t-norm) plays the role of a graduated conjunction operator. Based on this fuzzy logic we develop methods for fuzzy reasoning in which antecedents and consequents involve fuzzy conditional propositions of the form “If x is A then y is B”, with A and B being fuzzy concepts (fuzzy sets). In this study, we present a systemic approach toward fuzzy logic formalization for approximate reasoning. We examine statistical characteristics of the proposed fuzzy logic. As the matter of practical interest, we construct a set of fuzzy conditional inference rules on the basis of the proposed fuzzy logic. Important features of these rules are investigated.
机译:提出了一个t-范数模糊逻辑,其中三角范数(t-范数)扮演有级联算子。基于这种模糊逻辑,我们开发了一种模糊推理方法,其中前因和结果涉及形式为“如果x为A则y为B”的模糊条件命题,其中A和B为模糊概念(模糊集)。在这项研究中,我们提出了一种针对模糊逻辑形式化进行近似推理的系统方法。我们检查提出的模糊逻辑的统计特征。出于实际利益,我们在提出的模糊逻辑的基础上构造了一组模糊条件推理规则。研究了这些规则的重要特征。

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